gsvcm: gsvcm: A package for generalized spatially varying...

Description fit.gsvcm test.gsvcm cv.gsvcm

Description

This R package is the implementation program for manuscript entitled "Generalized Spatially Varying Coefficinet Models" by Myungjin Kim and Li Wang. The gsvcm package provides the following functions: fit.gsvcm, test.gsvcm, and cv.gsvcm.

fit.gsvcm

The fit.gsvcm fits the generalized spatially varying coeffcient models.

test.gsvcm

The test.gsvcm implements Generalized Quasi-Likelihood Ratio (GQLR) test using wild bootstrap.

cv.gsvcm

The cv.gsvcm implements k-fold cross-validation MSPE for generalized spartially varying coefficient regression, and returns the mean squared prediction error (MSPE).


funstatpackages/gsvcm documentation built on May 9, 2020, 12:46 a.m.